MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39701
jakreymyers
Enables AI assistants to retrieve records from Airtable bases by providing reco…
39702
Lobang-Scout
Enables lookup of Singapore companies by UEN or name using ACRA's free open dat…
39703
Veedubin
Provides AI agents with professional-grade tools for expected value calculation…
39704
kevics1
A geographic ontology layer MCP server that exposes hierarchical relations, top…
N/A N/A
39705
agishub
Timezone converter, world clock, date math & meeting scheduler for AI agents. N…
39706
kavingas
Enables interaction with Adobe Commerce Catalog Services to retrieve product va…
39707
subsquid-labs
Query onchain data across EVM, Solana, Bitcoin, Substrate, and Hyperliquid via …
39708 N/A N/A 95
39709
thesammykins
poke_discord Claim
Enables interaction with Discord through natural language, including reading an…
39710
lukisch
43 tools for filesystem, process management, sessions, search, OCR, ZIP, and PD…
N/A N/A 95
39711
Elmaldelego
Enables users to generate complete HACCP analyses enriched with real FDA recall…
39712
waldzellai
Provides instant access to Exa's neural search API documentation, code examples…
N/A N/A
39713
Lithial
Manages feature documentation and bug tracking inside an Obsidian vault, organi…
N/A N/A
39714
antunesls
MCP server that enables an AI agent to display rich Markdown content on a physi…
N/A N/A
39715
cosmopig
harukibox Claim
Run a Japan proxy-buying business from your AI: inventory, orders, buyers, ship…
39716
ak123aryan
Dalal Street MCP server connects to Indian stock market data, delivering live N…
81
39717
evergreen-ci
MCP server for MongoDB's Evergreen CI/CD platform, enabling AI assistants to ma…
39718
Handshake58
Open marketplace for AI services — LLMs, image/video generation, web scraping, …
81
39719
gscookie
credo Claim
An MCP server for held value beliefs — encrypted at rest, owned by the agent.
N/A N/A
39720
chrischall
SignUpGenius for Claude — sign-ups, slot reports, and groups. Free accounts or …
N/A N/A
39721
FlawlessByte
Paper-backed quant trading methods and a deterministic, no-LLM decision helper …
N/A N/A
39722
xenoroses
aletheia-mcp Claim
Secure multi-agent runtime validation engine with Docker sandbox execution and …
N/A N/A
39723
JoseCortezz25
cor-mcp Claim
Enables AI assistants to manage COR project management platform resources like …
39724
bekservice
Famulor Claim
AI voice agents: assistants, calls, campaigns, leads, knowledge bases, WhatsApp…
39725
BruceWilliamChen
Enables interactive React components to render inline in ChatGPT conversations,…
81
39726
Agent Preflight Claim 1
Budgeted agent preflight: allow|block|reuse|defer|advise. Never executes destin…
67
39727
wannanbigpig
db-mcp Claim
A secure MCP server for connecting AI assistants to MySQL, Redis, and MongoDB w…
N/A N/A
39728
SecuritahGuy
rapid7-mcp Claim
A unified MCP server for Rapid7's security platform, exposing InsightVM (vulner…
39729
Grounded synthesis from public sources. 3 free calls total; then $0.10 brief or…
67
39730
samkim
An MCP server that enables LLMs to interact with SpiceDB for permission managem…
N/A N/A
39731
ccoodduu
MCP server that gives Claude Desktop access to school data from Studie+ (Danish…
39732
Beastknight933
Enables AI assistants to interact with FreeCAD for 3D modeling, macros, and deb…
N/A N/A
39733
gabrielekarra
A smart bridge that aggregates multiple MCP servers under a single interface, p…
N/A N/A
39734
chamade
Chamade Claim
Voice and chat gateway for AI agents. Joins voice meetings and DMs on Discord, …
81
39735
j2c214c
Millimeter-precision furniture & storage product data for AI agents. Search by …
81
39736
KNambiarDJsc
meridian-mcp Claim
Local-first compliance scanner for DPDPA 2023/2025, RBI FREE-AI, SEBI AI/ML & E…
N/A N/A
39737
fxbarros
Search Brazilian jurisprudence on JusBrasil in natural language and retrieve fo…
N/A N/A
39738
vibefix
vibefix-mcp Claim
Your AI built it. It broke. Post the bug, a real developer fixes it. VibeFix i…
N/A N/A 95
39739
Babajan-B
BioQC-MCP Claim
A professional MCP server for comprehensive bioinformatics quality control, pro…
N/A N/A
39740
BusyBee3333
A production-quality MCP server for the Deel API that enables managing global H…
N/A N/A
39741
3DUNLMTD
stylemcp Claim
Brand rules for AI outputs. Validate and rewrite text to match your brand voice.
N/A N/A 95
39742
chrisbusbin-pixel
freshtrack Claim
USDA food shelf-life database, food safety, storage tips, food waste cost calcu…
N/A N/A 95
39743
Hera Fertility Claim 1
Find male fertility testing at labs near a US ZIP code, with prices and a link …
67
39744
Vee3io
Vee3 Claim
Vee3 connects coding agents to a hosted catalog of live data and action tools t…
39745
Melgencer
Connect AI agents to Alpaca Cloud: Postgres, Auth, Storage, Sandboxes, and Work…
39746
aberhamm
ical-mcp Claim
MCP server for Apple Calendar and CalDAV providers. Enables listing, creating, …
39747
pipelinescientists
coldsend-mcp Claim
AI-native cold email campaign management via Model Context Protocol. ## What Y…
81
39748
bbb-build
mascope-mcp Claim
World MiniApp reviews and analytics — verified human ratings via World ID
N/A N/A
39749
topness
callwright Claim
Self-hosted MCP voice agent that places phone calls on your behalf via Retell.
N/A N/A
39750
DarthSander
agentdata-nl Claim
x402-paid tools: EU company & sanctions data, web search, LLM chat, crypto inte…
Showing 39701–39750 of 67181 servers
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